{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "总面积:  156.0\n",
      "k分划分法-->k = 2\n",
      "k分划分法-->k = 3\n",
      "k分划分法-->k = 4\n",
      "k分划分法-->k = 5\n",
      "k分划分法-->k = 6\n",
      "初始的排列：[8 7 6 9 2 3 1 4 5]，初始的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.]，设施布局为：[[8, 7, 6], [9, 2], [3, 1], [4], [5]]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:31: UserWarning: \u001b[33mWARN: A Box observation space has an unconventional shape (neither an image, nor a 1D vector). We recommend flattening the observation to have only a 1D vector or use a custom policy to properly process the data. Actual observation shape: (2, 9)\u001b[0m\n",
      "  logger.warn(\n",
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:31: UserWarning: \u001b[33mWARN: A Box observation space has an unconventional shape (neither an image, nor a 1D vector). We recommend flattening the observation to have only a 1D vector or use a custom policy to properly process the data. Actual observation shape: (9, 9)\u001b[0m\n",
      "  logger.warn(\n",
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:31: UserWarning: \u001b[33mWARN: A Box observation space has an unconventional shape (neither an image, nor a 1D vector). We recommend flattening the observation to have only a 1D vector or use a custom policy to properly process the data. Actual observation shape: (5, 9)\u001b[0m\n",
      "  logger.warn(\n",
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:174: UserWarning: \u001b[33mWARN: Future gym versions will require that `Env.reset` can be passed a `seed` instead of using `Env.seed` for resetting the environment random number generator.\u001b[0m\n",
      "  logger.warn(\n",
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:187: UserWarning: \u001b[33mWARN: Future gym versions will require that `Env.reset` can be passed `options` to allow the environment initialisation to be passed additional information.\u001b[0m\n",
      "  logger.warn(\n",
      "e:\\Chris\\Anaconda3\\envs\\gym-flp-new\\lib\\site-packages\\gym\\utils\\passive_env_checker.py:195: UserWarning: \u001b[33mWARN: The result returned by `env.reset()` was not a tuple of the form `(obs, info)`, where `obs` is a observation and `info` is a dictionary containing additional information. Actual type: `<class 'dict'>`\u001b[0m\n",
      "  logger.warn(\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m2024-10-19 15:06:35,122 - INFO - 执行单一区代Shuffle\u001b[0m\n",
      "\u001b[36m2024-10-19 15:06:35,122 - DEBUG - 变换前的排列：[8 7 6 9 2 3 1 4 5]，变换前的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([8, 7, 6]), array([9, 2]), array([3, 1]), array([4]), array([5])]\u001b[0m\n",
      "\u001b[36m2024-10-19 15:06:35,123 - DEBUG - 变换后的排列：[8 7 6 9 2 3 1 4 5]，变换后的区带：[0 0 1 0 1 0 1 1 1], 设施布局为：[array([8, 7, 6]), array([9, 2]), array([3, 1]), array([4]), array([5])]\u001b[0m\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[36m2024-10-19 15:06:35,200 - DEBUG - 变换前的排列：[8 7 6 9 2 3 1 4 5]，变换前的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([8, 7, 6]), array([9, 2]), array([3, 1]), array([4]), array([5])]\u001b[0m\n",
      "\u001b[36m2024-10-19 15:06:35,201 - DEBUG - 变换后的排列：[3 7 6 9 2 8 1 4 5]，变换后的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([3, 7, 6]), array([9, 2]), array([8, 1]), array([4]), array([5])]\u001b[0m\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "变动后的排列：[8 7 6 9 2 3 1 4 5]，变动后的区带：[0 0 1 0 1 0 1 1 1]，设施布局为：[[8, 7, 6], [9, 2], [3, 1], [4], [5]]\n",
      "执行设施交换\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[36m2024-10-19 15:06:35,287 - DEBUG - 变换前的排列：[3 7 6 9 2 8 1 4 5]，变换前的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([3, 7, 6]), array([9, 2]), array([8, 1]), array([4]), array([5])]\u001b[0m\n",
      "\u001b[36m2024-10-19 15:06:35,288 - DEBUG - 变换后的排列：[3 7 6 9 2 8 1 4 5]，变换后的区带：[0. 0. 0. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([3, 7, 6, 9, 2]), array([8, 1]), array([4]), array([5])]\u001b[0m\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "变动后的排列：[3 7 6 9 2 8 1 4 5]，变动后的区带：[0. 0. 1. 0. 1. 0. 1. 1. 1.]，设施布局为：[[3, 7, 6], [9, 2], [8, 1], [4], [5]]\n",
      "执行区带反转\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[36m2024-10-19 15:06:35,368 - DEBUG - 变换前的排列：[3 7 6 9 2 8 1 4 5]，变换前的区带：[0. 0. 0. 0. 1. 0. 1. 1. 1.], 设施布局为：[array([3, 7, 6, 9, 2]), array([8, 1]), array([4]), array([5])]\u001b[0m\n",
      "\u001b[36m2024-10-19 15:06:35,369 - DEBUG - 变换后的排列：[8 1 3 7 6 9 2 4 5]，变换后的区带：[0 1 0 0 0 0 1 1 1], 设施布局为：[array([8, 1]), array([3, 7, 6, 9, 2]), array([4]), array([5])]\u001b[0m\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "变动后的排列：[3 7 6 9 2 8 1 4 5]，变动后的区带：[0. 0. 0. 0. 1. 0. 1. 1. 1.]，设施布局为：[[3, 7, 6, 9, 2], [8, 1], [4], [5]]\n",
      "执行区带交换\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "变动后的排列：[8 1 3 7 6 9 2 4 5]，变动后的区带：[0 1 0 0 0 0 1 1 1]，设施布局为：[[8, 1], [3, 7, 6, 9, 2], [4], [5]]\n"
     ]
    }
   ],
   "source": [
    "# 动作空间测试\n",
    "import gym\n",
    "import FbsEnv\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import torch\n",
    "from stable_baselines3 import DQN\n",
    "import FbsEnv.utils.FBSUtil as FBSUtil\n",
    "import logging\n",
    "\n",
    "\n",
    "instance = \"O9-maoyan\"\n",
    "env = gym.make(\"FbsEnv-v0\", instance=instance)\n",
    "env.reset()\n",
    "init_permutation = env.permutation\n",
    "init_bay = env.bay\n",
    "permutation = init_permutation\n",
    "bay = init_bay\n",
    "fac_list_array = FBSUtil.permutationToArray(permutation, bay)\n",
    "fac_list = [list_item.tolist() for list_item in fac_list_array]\n",
    "print(f\"初始的排列：{init_permutation}，初始的区带：{init_bay}，设施布局为：{fac_list}\")\n",
    "env.render()\n",
    "# --------------------------------------------单一区代动作--------------------------------------------\n",
    "logging.info(f\"执行单一区代Shuffle\")\n",
    "permutation, bay = FBSUtil.shuffle_single(env.permutation, env.bay)\n",
    "env.reset(layout=(permutation, bay))\n",
    "fac_list_array = FBSUtil.permutationToArray(permutation, bay)\n",
    "fac_list = [list_item.tolist() for list_item in fac_list_array]\n",
    "env.render()\n",
    "print(f\"变动后的排列：{permutation}，变动后的区带：{bay}，设施布局为：{fac_list}\")\n",
    "env.reset(layout=(init_permutation, init_bay))  # 将布局恢复初始化\n",
    "# --------------------------------------------执行设施交换--------------------------------------------\n",
    "print(f\"执行设施交换\")\n",
    "permutation, bay = FBSUtil.facility_swap(env.permutation, env.bay)\n",
    "env.reset(layout=(permutation, bay))\n",
    "fac_list_array = FBSUtil.permutationToArray(permutation, bay)\n",
    "fac_list = [list_item.tolist() for list_item in fac_list_array]\n",
    "env.render()\n",
    "print(f\"变动后的排列：{permutation}，变动后的区带：{bay}，设施布局为：{fac_list}\")\n",
    "env.reset(layout=(init_permutation, init_bay))  # 将布局恢复初始化\n",
    "# --------------------------------------------执行区带反转--------------------------------------------\n",
    "print(f\"执行区带反转\")\n",
    "permutation, bay = FBSUtil.bay_flip(env.permutation, env.bay)\n",
    "env.reset(layout=(permutation, bay))\n",
    "fac_list_array = FBSUtil.permutationToArray(permutation, bay)\n",
    "fac_list = [list_item.tolist() for list_item in fac_list_array]\n",
    "env.render()\n",
    "\n",
    "print(f\"变动后的排列：{permutation}，变动后的区带：{bay}，设施布局为：{fac_list}\")\n",
    "env.reset(layout=(init_permutation, init_bay))  # 将布局恢复初始化\n",
    "# --------------------------------------------执行区带交换--------------------------------------------\n",
    "print(f\"执行区带交换\")\n",
    "permutation, bay = FBSUtil.bay_swap(env.permutation, env.bay)\n",
    "env.reset(layout=(permutation, bay))\n",
    "fac_list_array = FBSUtil.permutationToArray(permutation, bay)\n",
    "fac_list = [list_item.tolist() for list_item in fac_list_array]\n",
    "env.render()\n",
    "\n",
    "print(f\"变动后的排列：{permutation}，变动后的区带：{bay}，设施布局为：{fac_list}\")\n",
    "env.reset(layout=(init_permutation, init_bay))  # 将布局恢复初始化\n",
    "# --------------------------------------------执行区带交换--------------------------------------------\n",
    "\n",
    "env.close()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gym-flp-new",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.15"
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 },
 "nbformat": 4,
 "nbformat_minor": 2
}
